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Mapping chronic liver disease questionnaire scores onto SF-6D utility values in patients with primary sclerosing cholangitis.

Authors :
Kalaitzakis, Evangelos
Benito de Valle, Maria
Rahman, Monira
Lindkvist, Björn
Björnsson, Einar
Chapman, Roger
Kontodimopoulos, Nick
Lindkvist, Björn
Björnsson, Einar
Source :
Quality of Life Research; Apr2016, Vol. 25 Issue 4, p947-957, 11p, 6 Charts
Publication Year :
2016

Abstract

<bold>Purpose: </bold>The chronic liver disease questionnaire (CLDQ) is a frequently used liver-specific quality of life instrument, but it does not provide information on preference-adjusted health status, which is essential for cost-utility analysis. We aimed to develop a mapping function deriving utilities from the CLDQ in primary sclerosing cholangitis (PSC).<bold>Methods: </bold>Short form-6D (SF-6D) utilities were calculated from SF-36 data collected in a recent prospective study in which unselected patients with PSC also completed the CLDQ. Ordinary least squares (OLS), generalized linear, median, and kernel regression analyses were employed to devise a mapping function predicting utilities. This was validated in three random subsamples of the cohort and in a separate sample of PSC patients following liver transplantation. Adjusted R (2) and root-mean-square error (RMSE) as well as Pearson's r coefficients and mean absolute errors between predicted and observed values were used to determine model performance.<bold>Results: </bold>Decompensated liver disease and fatigue, systemic symptoms, and emotional distress, assessed with the CLDQ, were related to worse SF-6D utilities. The final OLS prediction model explained 66.3 % of the variance in the derivation sample. Predicted and observed utilities were strongly correlated (r = 0.807, p < 0.001), but the mean absolute error (0.0604) and adjusted RMSE (10.6 %) were of intermediate size. Similar model characteristics were observed after employment of generalized linear and median regression models and at validation.<bold>Conclusions: </bold>A model has been constructed, showing good validity predicting SF-6D utilities from CLDQ scores at the group level in PSC. Further testing is required to externally validate the model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09629343
Volume :
25
Issue :
4
Database :
Complementary Index
Journal :
Quality of Life Research
Publication Type :
Academic Journal
Accession number :
114514189
Full Text :
https://doi.org/10.1007/s11136-015-1161-x